{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43958380",
   "metadata": {},
   "outputs": [],
   "source": [
    "百度接口（1）小票识别+票体主题内容处理\n",
    "\n",
    "https://cungudafa.blog.csdn.net/article/details/119409378"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "a1375da0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'words_result': [{'words': '每日太阳城'}, {'words': '交易一'}, {'words': '店内码'}, {'words': '品名'}, {'words': '零售价数量优惠小计'}, {'words': '20402007板栗绿豆糕(盒装)'}, {'words': '4,50'}, {'words': '10.00'}, {'words': '50'}, {'words': '30300056可乐儿9014铅志0,5/0'}, {'words': '1.0'}, {'words': '10.001.00'}, {'words': '20412096出没巧克力棒巧克'}, {'words': '2.30'}, {'words': '0.002,90'}, {'words': '20605006乐事片40g番茄味'}, {'words': '3,50'}, {'words': '10.003.50'}, {'words': '2080007宏源陈皮糖806'}, {'words': '2.80'}, {'words': '10.002.80'}, {'words': '20401022中洋宝蛋糕-香芋969'}, {'words': '3.90'}, {'words': '10.003.90'}, {'words': '中号袋'}, {'words': '0.2010.000.20'}, {'words': '二二二二二'}, {'words': '累计件数:7原价合计:18.80'}, {'words': '应付金额:18.80'}, {'words': '非促销总金额'}, {'words': '80'}, {'words': '实付金额:20.00找零:1.20'}, {'words': '现金:18.80'}, {'words': '收款员:1008收款机:005'}, {'words': 'N.00050075580'}, {'words': '时间:2019-02-1917:07:51'}, {'words': '电话:0579-8203031'}, {'words': '地址:金华市太阳城7号楼'}, {'words': '(近风山街)'}], 'words_result_num': 39, 'log_id': 1423143129035179273}\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "通用文字识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/ocr/v1/general_basic\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('xiaopiao2.jpg', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img}\n",
    "\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "66ee41bf",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'words_result': [{'words': '每鲜太阳城', 'location': {'top': 88, 'left': 76, 'width': 233, 'height': 23}}, {'words': '交易', 'location': {'top': 109, 'left': 181, 'width': 34, 'height': 19}}, {'words': '店内码', 'location': {'top': 131, 'left': 54, 'width': 54, 'height': 18}}, {'words': '品名', 'location': {'top': 131, 'left': 171, 'width': 36, 'height': 18}}, {'words': '零售价数量优惠小计', 'location': {'top': 150, 'left': 72, 'width': 268, 'height': 21}}, {'words': '20402007板绿豆糕(盒装)1', 'location': {'top': 171, 'left': 55, 'width': 285, 'height': 19}}, {'words': '4.50', 'location': {'top': 193, 'left': 86, 'width': 37, 'height': 19}}, {'words': '0.004.50', 'location': {'top': 189, 'left': 221, 'width': 122, 'height': 22}}, {'words': '3300056可乐儿9014铅芯0.5/0', 'location': {'top': 213, 'left': 52, 'width': 290, 'height': 21}}, {'words': '1.00', 'location': {'top': 237, 'left': 86, 'width': 37, 'height': 18}}, {'words': '10.001.00', 'location': {'top': 233, 'left': 176, 'width': 167, 'height': 22}}, {'words': '20412096熊出没巧克力棒巧克', 'location': {'top': 257, 'left': 48, 'width': 285, 'height': 21}}, {'words': '2.9010.002,90', 'location': {'top': 277, 'left': 83, 'width': 262, 'height': 24}}, {'words': '20605006乐事片40g番茄味', 'location': {'top': 303, 'left': 47, 'width': 279, 'height': 21}}, {'words': '3.50', 'location': {'top': 327, 'left': 81, 'width': 41, 'height': 21}}, {'words': '0.003.50', 'location': {'top': 323, 'left': 221, 'width': 122, 'height': 21}}, {'words': '2800097宏源陈皮糖80G', 'location': {'top': 348, 'left': 45, 'width': 245, 'height': 24}}, {'words': '2.8010.002.80', 'location': {'top': 368, 'left': 80, 'width': 264, 'height': 25}}, {'words': '2401022中洋宝蛋糕-香芋96g*', 'location': {'top': 392, 'left': 42, 'width': 305, 'height': 26}}, {'words': '3.90', 'location': {'top': 420, 'left': 79, 'width': 37, 'height': 20}}, {'words': '10.003.90', 'location': {'top': 415, 'left': 174, 'width': 176, 'height': 23}}, {'words': '中号袋', 'location': {'top': 442, 'left': 167, 'width': 58, 'height': 23}}, {'words': '0.2010.000.20', 'location': {'top': 462, 'left': 77, 'width': 275, 'height': 28}}, {'words': '累计件数:7原价合计:18.80', 'location': {'top': 514, 'left': 36, 'width': 258, 'height': 30}}, {'words': '应付金额;18.80', 'location': {'top': 542, 'left': 35, 'width': 151, 'height': 24}}, {'words': '非促销总金额:18.80', 'location': {'top': 563, 'left': 34, 'width': 214, 'height': 29}}, {'words': '实付金额:20.00找零:1.20', 'location': {'top': 590, 'left': 32, 'width': 293, 'height': 30}}, {'words': '现金:18.80', 'location': {'top': 644, 'left': 29, 'width': 147, 'height': 27}}, {'words': '收款员:1008收款机:0005', 'location': {'top': 699, 'left': 26, 'width': 231, 'height': 28}}, {'words': 'N.000500075580', 'location': {'top': 729, 'left': 24, 'width': 158, 'height': 27}}, {'words': '时间:2019-02-1917:07:51', 'location': {'top': 752, 'left': 23, 'width': 252, 'height': 35}}, {'words': '电话:0579-82030313', 'location': {'top': 783, 'left': 21, 'width': 206, 'height': 32}}, {'words': '地址:金华市太阳城7号楼', 'location': {'top': 813, 'left': 20, 'width': 250, 'height': 31}}, {'words': '(近凤山街)', 'location': {'top': 845, 'left': 84, 'width': 111, 'height': 28}}], 'words_result_num': 34, 'log_id': 1423140902004030023}\n",
      "{\n",
      " \"words_result\": [\n",
      "  {\n",
      "   \"words\": \"每鲜太阳城\",\n",
      "   \"location\": {\n",
      "    \"top\": 88,\n",
      "    \"left\": 76,\n",
      "    \"width\": 233,\n",
      "    \"height\": 23\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"交易\",\n",
      "   \"location\": {\n",
      "    \"top\": 109,\n",
      "    \"left\": 181,\n",
      "    \"width\": 34,\n",
      "    \"height\": 19\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"店内码\",\n",
      "   \"location\": {\n",
      "    \"top\": 131,\n",
      "    \"left\": 54,\n",
      "    \"width\": 54,\n",
      "    \"height\": 18\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"品名\",\n",
      "   \"location\": {\n",
      "    \"top\": 131,\n",
      "    \"left\": 171,\n",
      "    \"width\": 36,\n",
      "    \"height\": 18\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"零售价数量优惠小计\",\n",
      "   \"location\": {\n",
      "    \"top\": 150,\n",
      "    \"left\": 72,\n",
      "    \"width\": 268,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"20402007板绿豆糕(盒装)1\",\n",
      "   \"location\": {\n",
      "    \"top\": 171,\n",
      "    \"left\": 55,\n",
      "    \"width\": 285,\n",
      "    \"height\": 19\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"4.50\",\n",
      "   \"location\": {\n",
      "    \"top\": 193,\n",
      "    \"left\": 86,\n",
      "    \"width\": 37,\n",
      "    \"height\": 19\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"0.004.50\",\n",
      "   \"location\": {\n",
      "    \"top\": 189,\n",
      "    \"left\": 221,\n",
      "    \"width\": 122,\n",
      "    \"height\": 22\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"3300056可乐儿9014铅芯0.5/0\",\n",
      "   \"location\": {\n",
      "    \"top\": 213,\n",
      "    \"left\": 52,\n",
      "    \"width\": 290,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"1.00\",\n",
      "   \"location\": {\n",
      "    \"top\": 237,\n",
      "    \"left\": 86,\n",
      "    \"width\": 37,\n",
      "    \"height\": 18\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"10.001.00\",\n",
      "   \"location\": {\n",
      "    \"top\": 233,\n",
      "    \"left\": 176,\n",
      "    \"width\": 167,\n",
      "    \"height\": 22\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"20412096熊出没巧克力棒巧克\",\n",
      "   \"location\": {\n",
      "    \"top\": 257,\n",
      "    \"left\": 48,\n",
      "    \"width\": 285,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"2.9010.002,90\",\n",
      "   \"location\": {\n",
      "    \"top\": 277,\n",
      "    \"left\": 83,\n",
      "    \"width\": 262,\n",
      "    \"height\": 24\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"20605006乐事片40g番茄味\",\n",
      "   \"location\": {\n",
      "    \"top\": 303,\n",
      "    \"left\": 47,\n",
      "    \"width\": 279,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"3.50\",\n",
      "   \"location\": {\n",
      "    \"top\": 327,\n",
      "    \"left\": 81,\n",
      "    \"width\": 41,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"0.003.50\",\n",
      "   \"location\": {\n",
      "    \"top\": 323,\n",
      "    \"left\": 221,\n",
      "    \"width\": 122,\n",
      "    \"height\": 21\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"2800097宏源陈皮糖80G\",\n",
      "   \"location\": {\n",
      "    \"top\": 348,\n",
      "    \"left\": 45,\n",
      "    \"width\": 245,\n",
      "    \"height\": 24\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"2.8010.002.80\",\n",
      "   \"location\": {\n",
      "    \"top\": 368,\n",
      "    \"left\": 80,\n",
      "    \"width\": 264,\n",
      "    \"height\": 25\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"2401022中洋宝蛋糕-香芋96g*\",\n",
      "   \"location\": {\n",
      "    \"top\": 392,\n",
      "    \"left\": 42,\n",
      "    \"width\": 305,\n",
      "    \"height\": 26\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"3.90\",\n",
      "   \"location\": {\n",
      "    \"top\": 420,\n",
      "    \"left\": 79,\n",
      "    \"width\": 37,\n",
      "    \"height\": 20\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"10.003.90\",\n",
      "   \"location\": {\n",
      "    \"top\": 415,\n",
      "    \"left\": 174,\n",
      "    \"width\": 176,\n",
      "    \"height\": 23\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"中号袋\",\n",
      "   \"location\": {\n",
      "    \"top\": 442,\n",
      "    \"left\": 167,\n",
      "    \"width\": 58,\n",
      "    \"height\": 23\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"0.2010.000.20\",\n",
      "   \"location\": {\n",
      "    \"top\": 462,\n",
      "    \"left\": 77,\n",
      "    \"width\": 275,\n",
      "    \"height\": 28\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"累计件数:7原价合计:18.80\",\n",
      "   \"location\": {\n",
      "    \"top\": 514,\n",
      "    \"left\": 36,\n",
      "    \"width\": 258,\n",
      "    \"height\": 30\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"应付金额;18.80\",\n",
      "   \"location\": {\n",
      "    \"top\": 542,\n",
      "    \"left\": 35,\n",
      "    \"width\": 151,\n",
      "    \"height\": 24\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"非促销总金额:18.80\",\n",
      "   \"location\": {\n",
      "    \"top\": 563,\n",
      "    \"left\": 34,\n",
      "    \"width\": 214,\n",
      "    \"height\": 29\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"实付金额:20.00找零:1.20\",\n",
      "   \"location\": {\n",
      "    \"top\": 590,\n",
      "    \"left\": 32,\n",
      "    \"width\": 293,\n",
      "    \"height\": 30\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"现金:18.80\",\n",
      "   \"location\": {\n",
      "    \"top\": 644,\n",
      "    \"left\": 29,\n",
      "    \"width\": 147,\n",
      "    \"height\": 27\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"收款员:1008收款机:0005\",\n",
      "   \"location\": {\n",
      "    \"top\": 699,\n",
      "    \"left\": 26,\n",
      "    \"width\": 231,\n",
      "    \"height\": 28\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"N.000500075580\",\n",
      "   \"location\": {\n",
      "    \"top\": 729,\n",
      "    \"left\": 24,\n",
      "    \"width\": 158,\n",
      "    \"height\": 27\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"时间:2019-02-1917:07:51\",\n",
      "   \"location\": {\n",
      "    \"top\": 752,\n",
      "    \"left\": 23,\n",
      "    \"width\": 252,\n",
      "    \"height\": 35\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"电话:0579-82030313\",\n",
      "   \"location\": {\n",
      "    \"top\": 783,\n",
      "    \"left\": 21,\n",
      "    \"width\": 206,\n",
      "    \"height\": 32\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"地址:金华市太阳城7号楼\",\n",
      "   \"location\": {\n",
      "    \"top\": 813,\n",
      "    \"left\": 20,\n",
      "    \"width\": 250,\n",
      "    \"height\": 31\n",
      "   }\n",
      "  },\n",
      "  {\n",
      "   \"words\": \"(近凤山街)\",\n",
      "   \"location\": {\n",
      "    \"top\": 845,\n",
      "    \"left\": 84,\n",
      "    \"width\": 111,\n",
      "    \"height\": 28\n",
      "   }\n",
      "  }\n",
      " ],\n",
      " \"words_result_num\": 34,\n",
      " \"log_id\": 1423140902004030023\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "import json\n",
    "'''\n",
    "通用票据识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/ocr/v1/receipt\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('xiaopiao2.jpg', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img}\n",
    "\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())\n",
    "    print (json.dumps(response.json(),indent=1,ensure_ascii=False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "0163334c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "每鲜太阳城\n",
      "交易\n",
      "店内码\n",
      "品名\n",
      "零售价数量优惠小计\n",
      "20402007板绿豆糕(盒装)1\n",
      "4.50\n",
      "0.004.50\n",
      "3300056可乐儿9014铅芯0.5/0\n",
      "1.00\n",
      "10.001.00\n",
      "20412096熊出没巧克力棒巧克\n",
      "2.9010.002,90\n",
      "20605006乐事片40g番茄味\n",
      "3.50\n",
      "0.003.50\n",
      "2800097宏源陈皮糖80G\n",
      "2.8010.002.80\n",
      "2401022中洋宝蛋糕-香芋96g*\n",
      "3.90\n",
      "10.003.90\n",
      "中号袋\n",
      "0.2010.000.20\n",
      "累计件数:7原价合计:18.80\n",
      "应付金额;18.80\n",
      "非促销总金额:18.80\n",
      "实付金额:20.00找零:1.20\n",
      "现金:18.80\n",
      "收款员:1008收款机:0005\n",
      "N.000500075580\n",
      "时间:2019-02-1917:07:51\n",
      "电话:0579-82030313\n",
      "地址:金华市太阳城7号楼\n",
      "(近凤山街)\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import re\n",
    "# json处理\n",
    "response = {'words_result': [{'words': '每鲜太阳城', 'location': {'top': 88, 'left': 76, 'width': 233, 'height': 23}}, {'words': '交易', 'location': {'top': 109, 'left': 181, 'width': 34, 'height': 19}}, {'words': '店内码', 'location': {'top': 131, 'left': 54, 'width': 54, 'height': 18}}, {'words': '品名', 'location': {'top': 131, 'left': 171, 'width': 36, 'height': 18}}, {'words': '零售价数量优惠小计', 'location': {'top': 150, 'left': 72, 'width': 268, 'height': 21}}, {'words': '20402007板绿豆糕(盒装)1', 'location': {'top': 171, 'left': 55, 'width': 285, 'height': 19}}, {'words': '4.50', 'location': {'top': 193, 'left': 86, 'width': 37, 'height': 19}}, {'words': '0.004.50', 'location': {'top': 189, 'left': 221, 'width': 122, 'height': 22}}, {'words': '3300056可乐儿9014铅芯0.5/0', 'location': {'top': 213, 'left': 52, 'width': 290, 'height': 21}}, {'words': '1.00', 'location': {'top': 237, 'left': 86, 'width': 37, 'height': 18}}, {'words': '10.001.00', 'location': {'top': 233, 'left': 176, 'width': 167, 'height': 22}}, {'words': '20412096熊出没巧克力棒巧克', 'location': {'top': 257, 'left': 48, 'width': 285, 'height': 21}}, {'words': '2.9010.002,90', 'location': {'top': 277, 'left': 83, 'width': 262, 'height': 24}}, {'words': '20605006乐事片40g番茄味', 'location': {'top': 303, 'left': 47, 'width': 279, 'height': 21}}, {'words': '3.50', 'location': {'top': 327, 'left': 81, 'width': 41, 'height': 21}}, {'words': '0.003.50', 'location': {'top': 323, 'left': 221, 'width': 122, 'height': 21}}, {'words': '2800097宏源陈皮糖80G', 'location': {'top': 348, 'left': 45, 'width': 245, 'height': 24}}, {'words': '2.8010.002.80', 'location': {'top': 368, 'left': 80, 'width': 264, 'height': 25}}, {'words': '2401022中洋宝蛋糕-香芋96g*', 'location': {'top': 392, 'left': 42, 'width': 305, 'height': 26}}, {'words': '3.90', 'location': {'top': 420, 'left': 79, 'width': 37, 'height': 20}}, {'words': '10.003.90', 'location': {'top': 415, 'left': 174, 'width': 176, 'height': 23}}, {'words': '中号袋', 'location': {'top': 442, 'left': 167, 'width': 58, 'height': 23}}, {'words': '0.2010.000.20', 'location': {'top': 462, 'left': 77, 'width': 275, 'height': 28}}, {'words': '累计件数:7原价合计:18.80', 'location': {'top': 514, 'left': 36, 'width': 258, 'height': 30}}, {'words': '应付金额;18.80', 'location': {'top': 542, 'left': 35, 'width': 151, 'height': 24}}, {'words': '非促销总金额:18.80', 'location': {'top': 563, 'left': 34, 'width': 214, 'height': 29}}, {'words': '实付金额:20.00找零:1.20', 'location': {'top': 590, 'left': 32, 'width': 293, 'height': 30}}, {'words': '现金:18.80', 'location': {'top': 644, 'left': 29, 'width': 147, 'height': 27}}, {'words': '收款员:1008收款机:0005', 'location': {'top': 699, 'left': 26, 'width': 231, 'height': 28}}, {'words': 'N.000500075580', 'location': {'top': 729, 'left': 24, 'width': 158, 'height': 27}}, {'words': '时间:2019-02-1917:07:51', 'location': {'top': 752, 'left': 23, 'width': 252, 'height': 35}}, {'words': '电话:0579-82030313', 'location': {'top': 783, 'left': 21, 'width': 206, 'height': 32}}, {'words': '地址:金华市太阳城7号楼', 'location': {'top': 813, 'left': 20, 'width': 250, 'height': 31}}, {'words': '(近凤山街)', 'location': {'top': 845, 'left': 84, 'width': 111, 'height': 28}}], 'words_result_num': 34, 'log_id': 1423140902004030023}\n",
    "\n",
    "# print (json.dumps(response,indent=1,ensure_ascii=False))\n",
    "for idx in response['words_result']:\n",
    "    \n",
    "    print(idx['words'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "61dc18de",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "零售价数量优惠小计 ( 150 , 72 )\n",
      "累计件数:7原价合计:18.80 ( 514 , 294 )\n",
      "\n",
      "小票识别主体wordList\n",
      "\n",
      "\n",
      " ['板绿豆糕盒装', '可乐儿铅芯', '熊出没巧克力棒巧克', '乐事片番茄味', '宏源陈皮糖', '中洋宝蛋糕香芋', '中号袋']\n",
      "板绿豆糕盒装 绿豆糕\n",
      "可乐儿铅芯 可乐\n",
      "熊出没巧克力棒巧克 其他\n",
      "乐事片番茄味 乐事\n",
      "宏源陈皮糖 糖\n",
      "中洋宝蛋糕香芋 蛋糕\n",
      "中号袋 其他\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'板绿豆糕盒装', '绿豆糕'}, {'可乐', '可乐儿铅芯'}, {'其他', '熊出没巧克力棒巧克'}, {'乐事', '乐事片番茄味'}, {'宏源陈皮糖', '糖'}, {'中洋宝蛋糕香芋', '蛋糕'}, {'中号袋', '其他'}]\n"
     ]
    }
   ],
   "source": [
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "import json\n",
    "import re\n",
    "# 图像处理\n",
    "import numpy as np\n",
    "import cv2\n",
    "from matplotlib import pyplot as plt\n",
    "from urllib import request\n",
    "from PIL import Image, ImageDraw, ImageFont\n",
    "\n",
    "\n",
    "'''\n",
    "通用票据识别\n",
    "'''\n",
    "\n",
    "def getToken(AccessKey,SecretKey):\n",
    "    # client_id 为官网获取的AK， client_secret 为官网获取的SK\n",
    "    host = 'https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id='+AccessKey+'&client_secret='+SecretKey\n",
    "    headers = {\n",
    "        'Content-Type': 'application/json;charset=UTF-8'\n",
    "    }\n",
    "    access_token = ''\n",
    "    response = requests.get(url=host, headers=headers)\n",
    "    if response:\n",
    "        res = response.json()\n",
    "        access_token = res['access_token']\n",
    "    return access_token\n",
    "\n",
    "def getResult(url,access_token):\n",
    "    request_url = \"https://aip.baidubce.com/rest/2.0/ocr/v1/receipt\"\n",
    "    # 二进制方式打开图片文件\n",
    "    f = open(url, 'rb')\n",
    "    img = base64.b64encode(f.read())\n",
    "\n",
    "    params = {\"image\":img}\n",
    "\n",
    "    request_url = request_url + \"?access_token=\" + access_token\n",
    "    headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "    response = requests.post(request_url, data=params, headers=headers)\n",
    "    if response:\n",
    "#         print (json.dumps(response.json(),indent=1,ensure_ascii=False))\n",
    "        return response.json()\n",
    "\"\"\"\n",
    "    提取购买物资信息\n",
    "    输入：票据识别文字内容\n",
    "    输出：购买物品的主题内容,票据主题内容的坐标\n",
    "\"\"\" \n",
    "def _isbody(response):\n",
    "    # 设计思路是找到票体主体内容的头部和主体内容的位部关键字，获取关键字距离顶部的坐标\n",
    "    begin_x,begin_y,end_x,end_y = 0,0,999999,999999\n",
    "    beginWords = [\"数量\",\"单价\",\"售价\",\"单位\"]\n",
    "    endWords = [\"总计\",\"总金额\",\"支付\",\"应收\",\"应付\",\"合计\"]\n",
    "    for idx in response['words_result']:\n",
    "        for i in beginWords:\n",
    "            if i in idx['words']:\n",
    "                temp = idx['location']['top']\n",
    "                x = idx['location']['left']\n",
    "                if temp > begin_y:\n",
    "                    begin_y = temp\n",
    "                    begin_x = x\n",
    "                    print(idx['words'],\"(\",temp,\",\",x,\")\")\n",
    "        for j in endWords:\n",
    "            if j in idx['words']:\n",
    "                temp2 = idx['location']['top']\n",
    "                x = idx['location']['left']+idx['location']['width']\n",
    "                if temp2 < end_y:\n",
    "                    end_y = temp2\n",
    "                    end_x = x\n",
    "                    print(idx['words'],\"(\",temp2,\",\",x,\")\")\n",
    "#     print(begin,end)\n",
    "    # 取居于主体内容部分的中间的购买信息\n",
    "    list = []\n",
    "    for idx in response['words_result']:\n",
    "        top = idx['location']['top']    \n",
    "        if top > begin_y and top < end_y :\n",
    "            # 剔除数字和英文字符，保留中文\n",
    "            foods = re.sub('[^\\u4e00-\\u9fa5]', '', idx['words'])\n",
    "            if foods != '':\n",
    "                list.append(foods)\n",
    "#     print(list)\n",
    "    return list,(begin_x,begin_y,end_x,end_y)\n",
    "\n",
    "\"\"\"\n",
    "    区分识别购买物资的类别\n",
    "    输入：购买物资，分类数据\n",
    "    输出：是何种物品\n",
    "\"\"\" \n",
    "def _isWhat(words,array):\n",
    "    for key,value in array.items():\n",
    "#         print('\\n'+key,end=':')\n",
    "        if key in words:\n",
    "            return key\n",
    "        for batching in value:\n",
    "#             print(batching, end=' ')\n",
    "            if batching in words:\n",
    "                return batching\n",
    "            \n",
    "    return '其他'\n",
    "\n",
    "\"\"\"\n",
    "    在图像上标记中文\n",
    "    输入：图片（cv2格式），文字，写到图片上的位置(x,y)，文字颜色，文字大小\n",
    "    输出：图片\n",
    "\"\"\"\n",
    "def cv2AddChineseText(img, text, position=(0,0), textColor=(0, 255, 0), textSize=30):\n",
    "    if (isinstance(img, np.ndarray)):  # 判断是否OpenCV图片类型\n",
    "        img = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))\n",
    "    # 创建一个可以在给定图像上绘图的对象\n",
    "    draw = ImageDraw.Draw(img)\n",
    "    # 字体的格式，需要下载\n",
    "    fontStyle = ImageFont.truetype(\n",
    "        \"/Users/wangyu/Desktop/python/Python-notes/waste/simsun.ttc\", textSize, encoding=\"utf-8\")\n",
    "    # 绘制文本\n",
    "    draw.text(position, text, textColor, font=fontStyle)\n",
    "    # 转换回OpenCV格式\n",
    "    return cv2.cvtColor(np.asarray(img), cv2.COLOR_RGB2BGR)\n",
    "\n",
    "if __name__==\"__main__\":\n",
    "    # 识别的图片\n",
    "    url = 'xiaopiao2.jpg'\n",
    "    img = cv2.imread(url)\n",
    "    plt.figure(figsize=(10,10))\n",
    "    plt.subplot(1,3,1)\n",
    "    plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))\n",
    "    \n",
    "    # 百度账号信息\n",
    "    AccessKey = ''\n",
    "    SecretKey = ''\n",
    "#     获取小票识别结果\n",
    "    access_token = getToken(AccessKey,SecretKey)\n",
    "    response = getResult(url,access_token)\n",
    "\n",
    "\n",
    "    response ={'words_result': [{'words': '每鲜太阳城', 'location': {'top': 88, 'left': 76, 'width': 233, 'height': 23}}, {'words': '交易', 'location': {'top': 109, 'left': 181, 'width': 34, 'height': 19}}, {'words': '店内码', 'location': {'top': 131, 'left': 54, 'width': 54, 'height': 18}}, {'words': '品名', 'location': {'top': 131, 'left': 171, 'width': 36, 'height': 18}}, {'words': '零售价数量优惠小计', 'location': {'top': 150, 'left': 72, 'width': 268, 'height': 21}}, {'words': '20402007板绿豆糕(盒装)1', 'location': {'top': 171, 'left': 55, 'width': 285, 'height': 19}}, {'words': '4.50', 'location': {'top': 193, 'left': 86, 'width': 37, 'height': 19}}, {'words': '0.004.50', 'location': {'top': 189, 'left': 221, 'width': 122, 'height': 22}}, {'words': '3300056可乐儿9014铅芯0.5/0', 'location': {'top': 213, 'left': 52, 'width': 290, 'height': 21}}, {'words': '1.00', 'location': {'top': 237, 'left': 86, 'width': 37, 'height': 18}}, {'words': '10.001.00', 'location': {'top': 233, 'left': 176, 'width': 167, 'height': 22}}, {'words': '20412096熊出没巧克力棒巧克', 'location': {'top': 257, 'left': 48, 'width': 285, 'height': 21}}, {'words': '2.9010.002,90', 'location': {'top': 277, 'left': 83, 'width': 262, 'height': 24}}, {'words': '20605006乐事片40g番茄味', 'location': {'top': 303, 'left': 47, 'width': 279, 'height': 21}}, {'words': '3.50', 'location': {'top': 327, 'left': 81, 'width': 41, 'height': 21}}, {'words': '0.003.50', 'location': {'top': 323, 'left': 221, 'width': 122, 'height': 21}}, {'words': '2800097宏源陈皮糖80G', 'location': {'top': 348, 'left': 45, 'width': 245, 'height': 24}}, {'words': '2.8010.002.80', 'location': {'top': 368, 'left': 80, 'width': 264, 'height': 25}}, {'words': '2401022中洋宝蛋糕-香芋96g*', 'location': {'top': 392, 'left': 42, 'width': 305, 'height': 26}}, {'words': '3.90', 'location': {'top': 420, 'left': 79, 'width': 37, 'height': 20}}, {'words': '10.003.90', 'location': {'top': 415, 'left': 174, 'width': 176, 'height': 23}}, {'words': '中号袋', 'location': {'top': 442, 'left': 167, 'width': 58, 'height': 23}}, {'words': '0.2010.000.20', 'location': {'top': 462, 'left': 77, 'width': 275, 'height': 28}}, {'words': '累计件数:7原价合计:18.80', 'location': {'top': 514, 'left': 36, 'width': 258, 'height': 30}}, {'words': '应付金额;18.80', 'location': {'top': 542, 'left': 35, 'width': 151, 'height': 24}}, {'words': '非促销总金额:18.80', 'location': {'top': 563, 'left': 34, 'width': 214, 'height': 29}}, {'words': '实付金额:20.00找零:1.20', 'location': {'top': 590, 'left': 32, 'width': 293, 'height': 30}}, {'words': '现金:18.80', 'location': {'top': 644, 'left': 29, 'width': 147, 'height': 27}}, {'words': '收款员:1008收款机:0005', 'location': {'top': 699, 'left': 26, 'width': 231, 'height': 28}}, {'words': 'N.000500075580', 'location': {'top': 729, 'left': 24, 'width': 158, 'height': 27}}, {'words': '时间:2019-02-1917:07:51', 'location': {'top': 752, 'left': 23, 'width': 252, 'height': 35}}, {'words': '电话:0579-82030313', 'location': {'top': 783, 'left': 21, 'width': 206, 'height': 32}}, {'words': '地址:金华市太阳城7号楼', 'location': {'top': 813, 'left': 20, 'width': 250, 'height': 31}}, {'words': '(近凤山街)', 'location': {'top': 845, 'left': 84, 'width': 111, 'height': 28}}], 'words_result_num': 34, 'log_id': 1423140902004030023}\n",
    "    \n",
    "    # 取小票识别主体，（不一定能够涵盖全面）\n",
    "    wordList,(begin_x,begin_y,end_x,end_y) = _isbody(response)\n",
    "    print(\"\\n小票识别主体wordList\\n\\n\\n\",wordList)\n",
    "    \n",
    "    cv2.rectangle(img, (begin_x,begin_y),(end_x,end_y), (255, 255, 0), 2)\n",
    "    cv2.circle(img,(begin_x,begin_y),3,(255,0,255),3)\n",
    "    cv2.circle(img,(end_x,end_y),3,(255,0,255),3)\n",
    "    plt.subplot(1,3,2)\n",
    "    plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))\n",
    "    \n",
    "    # 区分识别购买物资的类别\n",
    "    array = {'糖果':{'棒棒糖','糖'},'蔬菜':{'青菜','瓜'},'饮料':{'果汁','可乐','橙汁','牛奶','奶茶'},'薯片':{'乐事'},'蛋糕':{'糕点',\"绿豆糕\"}}\n",
    "    resultList = []\n",
    "    for food in wordList:\n",
    "        type = _isWhat(food,array)\n",
    "        print(food,type)\n",
    "        resultList.append({food,type})\n",
    "        for idx in response['words_result']:\n",
    "            foodname = re.sub('[^\\u4e00-\\u9fa5]', '', idx['words'])\n",
    "            if food == foodname :\n",
    "                cv2.rectangle(img, (idx['location']['left'],idx['location']['top']),(idx['location']['left']+idx['location']['width'],idx['location']['height']+idx['location']['top']), (0, 0, 255), 2)\n",
    "                img = cv2AddChineseText(img, type, (idx['location']['left']+idx['location']['width'],idx['location']['top']), (255,255,0), 40)\n",
    "    plt.subplot(1,3,3)\n",
    "    plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))\n",
    "    plt.show()\n",
    "        \n",
    "    print(resultList)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "097af003",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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